控制理论(社会学)
模糊逻辑
模糊控制系统
数学
执行机构
非线性系统
网络数据包
伯努利原理
伯努利分布
李雅普诺夫函数
控制器(灌溉)
数学优化
计算机科学
随机变量
工程类
控制(管理)
人工智能
统计
航空航天工程
物理
生物
量子力学
计算机网络
农学
作者
Xiao‐Wei Zhang,Huai‐Ning Wu,Jinliang Wang,Zipeng Wang
标识
DOI:10.1016/j.fss.2022.03.007
摘要
This paper solves the non-fragile fuzzy mobile control design problem for nonlinear distributed parameter processes (DPPs) with random packet losses based on the Takagi-Sugeno (T-S) fuzzy model. Considering the limited bandwidth of the transmission channels, the random packet losses obeying the Bernoulli random binary distribution may occur simultaneously in the communication channels from the sensor to controller and from the controller to actuator. Initially, a T-S fuzzy model is adopted to describe the nonlinear DPP. Subsequently, in light of the obtained T-S fuzzy model, a design idea containing the non-fragile fuzzy control and mobile actuator/sensor guidance is presented. Then, by the Lyapunov direct method, for all possible random packet losses, a membership-function-dependent integrated design method of non-fragile fuzzy controllers and actuator/sensor guidance laws is given, such that the resulting closed-loop DPP is mean square exponentially stable. At last, the effectiveness of the proposed method is demonstrated by numerical simulations.
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